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BICE: Exploring Compact Search Space by Using Bipartite Matching and Cell-Wide Verification

Summary: BICE compresses the subgraph-search space by combining bipartite-matching pruning, failing-sets augmented with bipartite matching, and a novel cell-wide verification to avoid unnecessary candidate expansions. Combined algorithm yields up to ~100× speedups versus state-of-the-art baselines. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
ha1cc24af9bfc38eb
Venue
VLDB
Year
2023
Pagerank
5.7617085e-05
Overall Rank
6,504 | 56.28%
DOI
10.14778/3598581.3598591

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{choi_vldb23,
        title = {{BICE: Exploring Compact Search Space by Using Bipartite Matching and Cell-Wide Verification}},
        author = {Choi, Yunyoung and Park, Kunsoo and Kim, Hyunjoon},
        journal = {PVLDB},
        series = {{VLDB} '23},
        volume = {16},
        number = {9},
        pages = {2186--2198},
        doi = {10.14778/3598581.3598591},
        url = {https://doi.org/10.14778/3598581.3598591},
        year = {2023}
}

Incoming Citations (Sorted by Pagerank)

Showing 10 of 10 citing papers.

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Outgoing Citations (Sorted by Pagerank)

Showing 23 of 23 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
176 Graph Indexing: A Frequent Structure-based Approach 2004 SIGMOD 0.00026700508
208 EmptyHeaded: A Relational Engine for Graph Processing 2016 SIGMOD 0.00024884544
239 The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing 2018 VLDB 0.000235107
288 Graphs-at-a-time: Query Language and Access Methods for Graph Databases 2008 SIGMOD 0.00021969641
355 On Graph Query Optimization in Large Networks 2010 VLDB 0.00020124083
438 Taming Verification Hardness: An Efficient Algorithm for Testing Subgraph Isomorphism 2008 VLDB 0.00018286607
490 TurboISO: Towards UltraFast and Robust Subgraph Isomorphism Search in Large Graph Databases 2013 SIGMOD 0.00017438618
657 Efficient Subgraph Matching by Postponing Cartesian Products 2016 SIGMOD 0.0001505607
712 Optimizing Subgraph Queries by Combining Binary and Worst-Case Optimal Joins 2019 VLDB 0.00014578373
736 Graph Indexing: Tree + Delta >= Graph 2007 VLDB 0.00014363536
960 Efficient Subgraph Matching: Harmonizing Dynamic Programming, Adaptive Matching Order, and Failing Set Together 2019 SIGMOD 0.00012836554
1,045 Graphflow: An Active Graph Database 2017 SIGMOD 0.00012322402
1,100 CECI: Compact Embedding Cluster Index for Scalable Subgraph Matching 2019 SIGMOD 0.00012013426
1,180 In-Memory Subgraph Matching: An In-depth Study 2020 SIGMOD 0.00011627669
1,181 An In-depth Comparison of Subgraph Isomorphism Algorithms in Graph Databases 2013 VLDB 0.00011627329
1,506 Exploiting Vertex Relationships in Speeding up Subgraph Isomorphism over Large Graphs 2015 VLDB 0.00010452205
1,900 Versatile Equivalences: Speeding up Subgraph Query Processing and Subgraph Matching 2021 SIGMOD 9.4059063e-05
2,014 RapidMatch: A Holistic Approach to Subgraph Query Processing 2021 VLDB 9.1832045e-05
2,211 TurboFlux: A Fast Continuous Subgraph Matching System for Streaming Graph Data 2018 SIGMOD 8.8237249e-05
3,499 iGraph: A Framework for Comparisons of Disk-Based Graph Indexing Techniques 2010 VLDB 7.2549774e-05
3,506 Performance and Scalability of Indexed Subgraph Query Processing Methods 2015 VLDB 7.2501249e-05
4,817 Taming Subgraph Isomorphism for RDF Query Processing 2015 VLDB 6.3985024e-05
12,095 IDAR: Fast Supergraph Search Using DAG Integration 2020 VLDB 4.9793485e-05
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